이 MCP로 할 수 있는 일
Exposes recording transcripts, summaries, and key takeaways for retrieval over MCP.
기능
도구
7
도구
get_brief
[content_fetch] Per-conversation compact report body for the given conversation_ids using Brief -> Summary -> Standard, where Standard is the first completed non-empty type=0 report.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'offset': {'type': 'integer'}, 'brief_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'optional brief ids from search_recordings.brief_ids'}, 'conversation_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'recording ids from brief hits'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
get_conversations
[metadata_query] Conversation-level metadata for the given conversation_ids: id, title, started_at, ended_at, duration_seconds, participants, language_code. No transcript, brief, or summary body.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'conversation_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'required, non-empty; opaque recording ids'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
get_summaries
[content_fetch] Per-conversation summary body. With summary_ids, fetch exact summary reports from search_recordings. With conversation_ids only, fetch the latest summary report for each conversation. Paginated (offset).
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'offset': {'type': 'integer'}, 'summary_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'optional summary ids from search_recordings.summary_ids'}, 'conversation_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'required, non-empty; ids are opaque strings (may be 19-digit snowflake)'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
get_transcripts
[content_fetch] Verbatim transcript of ONE recording; at most 100 lines / 4000 characters per page. Resume using both next_offset and next_text_offset from the returned item, including within a long line.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'offset': {'type': 'integer'}, 'text_offset': {'type': 'integer', 'description': 'Character offset inside the first line; use returned next_text_offset, default 0.'}, 'conversation_id': {'type': 'string', 'description': 'required; opaque id string (may be 19-digit snowflake)'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
get_transcripts_by_participant
[content_fetch] Transcript lines associated with participant_ids in conversation_ids. Turns participant metadata into transcript evidence for exposed search results.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'limit': {'type': 'integer'}, 'query': {'type': 'string'}, 'participant_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'participant ids from search_recordings.participant_ids'}, 'conversation_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'recording ids scoped by participant hits'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
list_conversations
[metadata_query] List recordings by time window / participants. Returns id, title, started_at, ended_at, duration_seconds, participants, language_code (no content). Paginated (count default 100, max 200; offset). order_by ranks within the window. NOTE: `participants` are speaker labels â placeholders ('Speaker A/B') unless the user tagged them, not necessarily real names.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'desc': {'type': 'boolean', 'description': 'true = descending (default); false = ascending.'}, 'count': {'type': 'integer', 'description': 'page size (default 100, max 200)'}, 'offset': {'type': 'integer', 'description': "page offset; use the response's next_offset"}, 'end_time': {'type': 'string', 'description': 'ISO 8601, filters on started_at'}, 'order_by': {'type': 'string', 'description': 'duration_seconds | started_at | action_item_count â\x80\x94 server sorts the whole window and returns the top `count`.'}, 'start_time': {'type': 'string', 'description': 'ISO 8601, filters on started_at'}, 'participant_names': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Exact case-insensitive filter on stored tagged participant names. Use when participant-field membership is requested; un-tagged or anonymized people do not match.'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
search_recordings
[search] Unified recording search. Runs bounded searches over transcript lines, topic segments, memory atoms, participant metadata, titles, briefs, summaries, and action items in one call. Returns typed hits plus conversation_ids, line_ids, segment_ids, memory_atom_ids, participant_ids, brief_ids, summary_ids, action_item_ids. Chat execution expands hits into readable evidence automatically; external callers can fetch returned ids where a matching fetcher is advertised.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'query': {'type': 'string', 'description': 'Required. One phrase for a single concept, or a JSON array string of 2-4 distinct facets.'}, 'end_time': {'type': 'string', 'description': 'ISO 8601; filters by recording started_at.'}, 'start_time': {'type': 'string', 'description': 'ISO 8601; filters by recording started_at.'}, 'search_types': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional lane filter. Omit to search all. Allowed: transcript, segment, memory_atom, participant, title, brief, summary, action_item.'}, 'conversation_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional: restrict to these opaque recording ids.'}}}
출력 스키마
{'type': 'object', 'required': ['tool', 'result'], 'properties': {'tool': {'type': 'string'}, 'result': {'description': 'Tool-specific result payload; shape varies per tool (object for most; may be null/array/text for some). Intentionally type-unconstrained for strict-validating clients.'}, 'took_ms': {'type': 'integer'}}}
기록
최근 도구 변경
변경됨
get_transcripts
2026년 9월 19일 2:49 AM
추가됨
get_transcripts_by_participant
2026년 9월 17일 7:57 AM
추가됨
get_conversations
2026년 9월 17일 7:57 AM
추가됨
search_recordings
2026년 9월 17일 7:57 AM
추가됨
list_conversations
2026년 9월 17일 7:57 AM
추가됨
get_transcripts
2026년 9월 17일 7:57 AM
추가됨
get_summaries
2026년 9월 17일 7:57 AM
추가됨
get_brief
2026년 9월 17일 7:57 AM
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